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Python (Mostly based on Python3)

Python Books and Tutorials

• [YouTube] 파이썬 기초 (2024 점프 투 파이썬 교재로) - 조코딩. [YouTube]
• [WebBook] 왕초보를 위한 Python: 쉽게 풀어 쓴 기초 문법과 실습 [Web]
• [WebBook] 인투 더 파이썬(INTO THE PYTHON), 기초부터 AI까지. [Web]
• [WebBook] Python 데이터 분석 실무 [Web]
• [WebBook] Introduction to Basic Statistics in Python (한글책). [Web]
• [WebBook] 초보자를 위한 Python GUI 프로그래밍 - PyQt5 [Web]
• [온라인Book] 데이터 사이언스 스쿨 [Web]
• [온라인Book] Perl VS Python 코드 비교. [Web] [PDF]
• 더 많은 Video 자료는 Home-Videos를 참고할 것!

Virtual Environment in Linux (2024.02)

• Python3 required.
• Scripts for Virtual Environment. [TXT]
• Move to your working folder (/home/ebkim = Home폴더로 가정).
  - cd /home/ebkim
• Install virtualenv.
  - sudo apt-get install virtualenv
• Upgrade pip.
  - pip3 install --upgrade pip
• Make your own Virtual Environment called (myEnv).
  - virtualenv --python=python3 myEnv
• Activate your myEnv.
  - source ~/myEnv/bin/activate
• Example: Install libraries under thie myEnv for your own purposes.
  - pip3 install --upgrade numpy pandas matplotlib
• Example: Installing tensorflow.
  - pip3 install tensorflow
• Deactivate your myEnv.
  - deactivate
• To delete your myEnv, just delete myEnv folder
  - rm -rf ~/myEnv

Cheat Sheet from Web

• Cheat Sheet 1 for Numpy in Python. [PDF]
• Cheat Sheet 2 for Numpy in Python. [PDF]
• Cheat Sheet for Pandas in Python. [PDF]
• Cheat Sheet for Data Science in Python. [PDF]
• Cheat Sheet for Scikit Learn in Python. [PDF]

Management of Python Libraries

• Update your library installer.
  - python -m pip install --upgrade pip
• Install a library with version infomation.
  - pip install --upgrade tensorflow==1.13.1
• Install a library without version infomation (The latest version will be installed).
  - pip install --upgrade tensorflow
• Uninstall a library.
  - pip uninstall numpy

Integrated Development Environment for Python

• For Python IDLE. Under your myEnv, pre-installed libraries can be used in the IDLE.
  - python -m idlelib
• For Jupyter Notebook. Under your myEnv, pre-installed libraries can be used in the Jupyter Notebook.
  - pip install --upgrade jupyter
  - jupyter notebook

For TensorFlow

• Scripts for Installing TensorFlow [TXT]
• Activate your myEnv.
  - source ~/myEnv/bin/activate
• cd /home/ebkim
• pip3 install --upgrade pip
• source ~/myEnv/bin/activate
• 일반적인 설치 방법
  - pip3 install tensorflow
• Version 지정하여 Upgrade하고 싶을 때
  - pip3 install --upgrade tensorflow==2.15.0
• pip3 install --upgrade numpy pandas matplotlib seaborn sklearn
• deactivate